Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "7"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 7 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 239 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 225 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_23742/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 7, Node 2:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.493353 -0.801943 2.623336 0.678214 0.835106 0.402623 2.486071 1.444276 0.7719 0.7698 0.2678 14.484839 13.641881
2459593 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.514833 -1.338818 2.228516 0.892343 1.394249 0.932386 2.650257 1.578294 0.7326 0.7277 0.2551 5.036800 5.262029
2459592 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.177537 -0.867183 0.513157 -0.410758 -1.160865 -0.331036 -1.817512 0.043509 0.0290 0.0315 0.0011 nan nan
2459591 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.443150 -1.599443 3.020305 0.816832 0.559642 1.069516 0.192164 0.933606 0.6681 0.6801 0.3855 5.086945 5.574132
2459590 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.024446 -1.368388 2.470791 1.141512 0.143941 0.286186 1.980361 1.418752 0.6701 0.6790 0.3808 4.878038 5.339601
2459589 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.013048 -1.219272 1.924168 0.713870 1.034405 0.501056 2.503091 1.700863 0.6997 0.6988 0.3031 4.631576 5.183911
2459588 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.229039 -1.104457 2.987529 0.938202 3.702629 3.160871 3.325067 2.638604 0.7817 0.7639 0.2238 8.630941 7.705023
2459587 dish_ok 100.00% - - - 100.00% 0.00% 351.999679 351.817865 inf inf 103.686814 106.055724 580.207529 569.657360 nan nan nan 0.000000 0.000000
2459586 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.008797 -1.755008 -0.929557 -0.695887 -0.785891 0.017678 0.540941 0.557073 0.6662 0.6787 0.3738 4.024496 4.230360
2459585 dish_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.802851 -1.393619 -0.121065 -0.732402 -0.508215 -0.690709 -0.406581 1.521233 0.0320 0.0335 0.0017 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.464449 18.031567 1.174491 2.683542 2.145455 3.055114 0.081218 -0.353030 0.6223 0.6368 0.3805 3.346182 3.403052
2459583 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.368663 -2.004927 -0.728099 -0.331655 0.073881 -0.982138 0.816553 0.646337 0.6644 0.6712 0.3998 4.091368 3.987744
2459582 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.017404 -1.812071 -0.801575 -0.358988 0.617208 -0.646186 0.173450 0.373642 0.6658 0.6743 0.4045 3.934186 4.042783
2459581 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.207334 -2.189045 -0.704807 -0.205248 0.281278 -0.715348 1.044146 0.671276 0.6649 0.6755 0.4050 3.844277 3.990680
2459580 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.278771 -1.899042 -0.852208 -0.104431 -0.479677 -0.756937 1.172410 0.626970 0.6757 0.6855 0.3941 3.982806 3.989583
2459579 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.134565 -1.698998 -0.823173 -0.181453 0.153952 -0.698948 1.117608 1.410592 0.6728 0.6834 0.3969 5.054926 5.021566
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.381253 0.341023 -0.829178 -0.334704 0.154996 0.798792 0.186108 0.169799 0.0301 0.0308 0.0010 nan nan
2459577 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.980793 -2.126525 -0.804389 -0.368642 0.519946 -0.927448 1.624914 1.515300 0.6757 0.6878 0.3938 3.764258 3.917539
2459576 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.815819 -1.648223 -0.624405 -0.627528 -0.232898 -0.507939 3.773714 2.226739 0.6787 0.6903 0.3995 2.444375 2.398498
2459575 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.664743 -1.623285 -0.766835 -0.710957 -0.746830 -1.232446 -0.619886 -0.669061 0.7330 0.7393 0.3497 0.000000 0.000000
2459574 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.768761 -1.536124 -0.725179 -0.809147 -0.079955 -0.564557 1.030902 0.099897 0.6739 0.6952 0.3871 3.204234 3.081791
2459573 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.983359 -1.524461 -0.908890 -0.032431 -0.028684 -0.991755 1.943217 1.607240 0.6651 0.6767 0.4065 0.000000 0.000000
2459572 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.283196 -1.648146 -0.796348 -0.565354 -0.184993 -0.733563 0.128520 1.035534 0.6696 0.6822 0.4078 3.084862 2.873180
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.115214 0.315524 -0.806599 -0.443043 -0.321631 -0.293866 0.088983 -0.010981 0.0294 0.0285 0.0011 nan nan
2459570 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.667169 -1.653528 -0.744739 -0.596497 -0.774180 -0.939770 -0.694626 -0.716022 0.7397 0.7474 0.2609 3.391947 3.323712
2459566 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.727366 -1.488709 -0.635534 -0.286768 0.131270 -0.664404 -0.205650 -0.368148 0.6691 0.6806 0.4151 4.414344 3.427083
2459565 dish_ok 0.00% - - - 100.00% 0.00% -2.569066 -2.569066 -2.410329 -2.410329 0.475242 0.475242 0.005642 0.005642 nan nan nan 0.000000 0.000000
2459564 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.087861 1.827715 1.498464 1.791613 -0.533368 -0.644579 -1.585287 -0.905045 0.6887 0.6906 0.3925 3.102455 2.897288
2459563 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.811741 5.615050 20.906049 21.692442 9.988611 12.823510 -1.275346 -0.784249 0.6635 0.6642 0.4074 3.626837 3.575106
2459562 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.334726 0.908766 0.283750 0.406305 -1.165033 -1.002704 -1.254311 -1.201232 0.6754 0.6787 0.4005 3.230003 2.841992
2459561 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.780272 1.464300 0.778120 0.962635 -0.984448 -0.668229 -1.853999 -1.906954 0.6760 0.6809 0.3945 2.962656 2.715591
2459560 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.353097 1.148831 0.387991 0.770186 -0.716993 -0.230961 -1.406244 -1.492318 0.6704 0.6732 0.4095 2.739097 2.362503
2459559 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.891666 1.788080 0.966101 1.259619 -0.373198 0.111052 -1.367066 -1.416848 0.6838 0.6919 0.3920 2.821652 2.689530
2459558 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.547919 5.678000 11.222965 11.234413 10.769939 12.577074 -1.580670 -1.632112 0.6845 0.6852 0.3978 2.929775 2.717929
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0327 0.0328 0.0020 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.067891 6.122563 11.760552 11.623913 10.331830 11.543308 -1.073957 -2.322464 0.6931 0.6929 0.3869 3.190900 2.948700
2459554 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6798 0.6806 0.4046 nan nan
2459553 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6868 0.6874 0.4006 nan nan
2459552 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.026214 6.770086 15.394187 16.260110 16.000694 18.314996 0.451497 0.426383 0.6892 0.6848 0.3995 0.000000 0.000000
2459551 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.638302 1.344756 0.710753 1.045964 -1.243701 -0.284466 -1.552622 -1.680402 0.6806 0.6809 0.3954 2.985499 2.813915
2459550 dish_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0536 0.0525 0.0004 nan nan
2459549 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.603556 5.512312 11.286712 11.898597 10.543131 12.823884 -1.585351 -1.913103 0.6834 0.6833 0.4061 2.883217 2.841764
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.947055 5.645491 22.480339 23.842411 0.303752 1.011508 -1.682497 -1.701931 0.7447 0.7337 0.3704 2.786912 2.684151
2459541 dish_ok 100.00% 1.79% 1.79% 0.00% 100.00% 0.00% 4.655512 4.721479 14.140159 14.074868 8.865609 10.976197 3.770148 3.611408 0.7308 0.7166 0.3431 3.551974 3.514038
2459540 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.727425 2.187833 2.141743 2.189453 0.313075 0.580489 -1.075569 -0.808440 0.7395 0.7189 0.3683 3.284629 2.979048
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.937605 8.913253 18.785404 19.831688 17.198630 19.018944 -2.412593 -3.627811 0.7203 0.7223 0.4194 4.484469 4.263835
2459535 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.149494 1.510624 1.640066 1.891661 -0.145932 0.889837 -1.242154 -1.347206 0.7731 0.7428 0.3878 2.795794 2.735019
2459534 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.320673 1.133439 0.675841 1.004310 -0.607882 -0.097953 -0.841865 -1.313463 0.7654 0.7462 0.3721 3.701529 3.366640
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.971194 6.057153 11.640656 12.049802 9.636580 11.492789 -1.782352 -1.658080 0.7091 0.7064 0.4058 3.000780 2.958113
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.992017 7.123660 15.304028 15.446056 11.691361 14.249984 -1.589267 -1.844122 0.7086 0.7028 0.4059 3.429477 3.434825
2459530 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.411992 1.349664 0.637735 0.866751 -0.964981 -0.317579 -1.507453 -1.343367 0.7308 0.7203 0.4059 3.039947 3.003674
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 100.00% 100.00% 100.00% 0.00% - - 4.644878 4.570170 6.289623 7.389406 4.385400 2.678515 2.073803 1.071224 0.0319 0.0346 0.0017 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.292764 7.244420 9.736658 9.811095 10.355695 8.970741 8.647749 10.735728 0.8733 0.8950 0.2718 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.412401 4.186345 12.700752 11.556608 3.455093 5.790702 -0.864102 -0.676536 0.8779 0.8350 0.2279 7.368158 7.176811

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 7: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Variability 15.252936 5.775800 6.419881 13.072881 12.248748 14.857632 15.252936 11.624775 -1.528059

Antenna 7: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 16.914375 5.736299 5.505210 9.906732 11.157519 9.828926 10.999083 8.227973 16.914375

Antenna 7: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Variability 16.998666 5.989918 6.982109 13.575553 13.134945 16.050501 16.998666 7.039193 -1.706355

Antenna 7: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Power 38.765034 10.391467 10.634780 38.765034 38.275315 32.239973 33.976658 0.772343 -1.472135

Antenna 7: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 7: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 16.354656 -0.648710 -1.633042 -0.258947 -0.610654 -0.467999 -0.643123 16.354656 -0.018747

Antenna 7: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 16.807188 -0.698484 -1.517927 -0.578812 -0.896942 -0.707616 -1.002193 16.807188 -0.246095

Antenna 7: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.694379 -0.385246 -0.236091 -0.135059 -0.143344 0.513781 0.740723 -0.197948 7.694379

Antenna 7: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 30.151959 -0.656882 -0.809654 -0.349234 -0.580354 0.808303 -0.086839 30.151959 0.256866

Antenna 7: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 39.144844 -0.803262 -1.328745 -0.527104 -0.935416 1.282875 -0.206565 -0.049337 39.144844

Antenna 7: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 25.023518 -0.898366 -0.404872 -0.555298 0.004204 0.786401 -0.870849 25.023518 0.159226

Antenna 7: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 2.997039 -0.816505 -0.652570 -0.205802 -0.104409 -0.955081 0.005747 -0.005893 2.997039

Antenna 7: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 0.618097 -0.562070 -0.544873 -0.164011 -0.175716 -0.259457 -0.211154 0.618097 -0.246877

Antenna 7: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.428335 -0.601150 -0.645059 -0.109947 -0.272986 -0.188692 -0.983921 12.428335 0.270427

Antenna 7: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 11.007181 -0.829103 -0.699283 -0.278847 -0.429624 1.534895 -1.257113 11.007181 -0.279767

Antenna 7: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 21.004188 -0.480820 -0.780674 -0.328393 -0.320708 -0.677100 -0.360806 -0.033499 21.004188

Antenna 7: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 0.814233 -0.623221 -0.706431 -0.058984 -0.157456 -0.413132 0.743611 0.106461 0.814233

Antenna 7: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 6.560786 -0.717455 -0.697567 -0.101568 0.033163 1.174675 0.051778 6.560786 1.032288

Antenna 7: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 27.626857 -0.561736 -0.286738 -0.183316 -0.134940 1.362037 -1.004275 27.626857 0.383044

Antenna 7: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 3.027021 -0.076232 -0.883671 0.051146 -0.149425 -0.725606 1.370690 0.622482 3.027021

Antenna 7: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 33.767309 -0.437145 -0.363530 -0.191553 0.324148 0.480545 -0.801936 33.767309 1.734457

Antenna 7: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 63.790520 -0.264256 -0.591093 -0.548945 -0.409349 0.810927 1.496894 4.286666 63.790520

Antenna 7: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 7: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 11.453727 -0.626557 -0.609688 -0.274585 0.144879 -0.681300 0.426265 0.347327 11.453727

Antenna 7: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.267536 -0.539045 -0.309414 -0.166519 -0.277214 0.015887 -0.302457 8.267536 0.163805

Antenna 7: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.558079 -0.580076 -0.886255 -0.113823 -0.035343 -1.059749 0.376549 0.430912 7.558079

Antenna 7: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.297602 -0.395282 -0.770706 -0.224472 -0.106194 -0.738851 -0.116240 1.164387 7.297602

Antenna 7: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 1.703271 -0.913703 -0.276894 -0.098662 -0.015140 0.168367 -0.625691 1.703271 -0.011588

Antenna 7: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 5.065968 0.110777 -0.577842 0.375825 -0.767888 -1.220901 0.069217 0.384195 5.065968

Antenna 7: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 11.527086 -0.727161 -1.134326 -0.373313 -0.163168 -0.791400 -0.035121 -0.285592 11.527086

Antenna 7: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.873039 -0.554696 -0.831366 -0.108155 -0.161222 -0.199967 0.577793 0.728809 12.873039

Antenna 7: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.894790 -0.594261 -0.669135 -0.107169 -0.077860 -0.789490 0.324119 0.222052 12.894790

Antenna 7: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 44.150680 2.230664 1.684620 1.620657 1.424495 4.551274 7.273419 10.351050 44.150680

Antenna 7: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 Not Found nn Temporal Discontinuties 12.918006 4.851490 4.789689 3.095385 2.313796 2.535376 0.354801 12.918006 2.517802

Antenna 7: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 3.654551 -0.639172 0.547602 -0.226813 -0.097405 1.192300 0.684469 2.701690 3.654551

Antenna 7: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 36.678817 3.419805 2.366344 1.596031 1.482148 2.961123 15.035363 10.355678 36.678817

Antenna 7: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 15.731957 0.152968 -0.444829 -0.545302 -0.597284 -0.366999 -0.134718 2.620450 15.731957

Antenna 7: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 24.345753 3.591554 2.848133 1.848651 1.754700 3.973845 8.914584 3.474933 24.345753

Antenna 7: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 33.453736 5.543721 5.838953 3.794960 3.848354 23.362650 5.412616 33.453736 4.305766

Antenna 7: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 46.580569 3.532637 2.304935 3.295106 2.385931 2.349647 9.354277 9.767285 46.580569

Antenna 7: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 18.497434 0.709369 -0.774930 -0.604940 -0.247266 0.099898 0.707176 0.626809 18.497434

Antenna 7: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.417630 -0.817750 -0.853370 -0.089432 -0.567011 0.014379 -0.389868 8.417630 -0.065876

Antenna 7: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 22.335133 1.858169 2.792179 1.598404 2.014654 6.778449 1.878248 22.335133 4.407276

Antenna 7: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 23.069579 1.949428 2.726018 1.676749 1.989691 1.147266 2.581896 23.069579 1.812558

Antenna 7: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 22.583048 2.510600 3.834796 1.655414 2.407270 1.389054 0.375404 22.583048 0.423280

Antenna 7: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 14.075994 -0.977871 0.498687 0.039079 -0.829865 0.845267 0.489887 14.075994 0.321598

Antenna 7: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 27.692926 2.550523 1.738361 2.056369 1.637519 0.054683 1.961683 1.483713 27.692926

Antenna 7: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 29.958420 1.321822 1.796987 1.423837 1.720094 4.038670 0.728532 29.958420 1.345238

Antenna 7: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 41.124366 1.008162 1.427789 1.040267 1.301489 4.723654 1.360174 41.124366 0.950321

Antenna 7: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 42.228606 1.676537 2.626214 1.196770 1.624774 5.031773 1.113343 42.228606 1.262116

Antenna 7: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 18.648561 1.258570 1.837644 0.950776 1.441587 0.403293 -0.425632 18.648561 0.122824

Antenna 7: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 13.263820 -0.200515 -1.499298 -0.313871 -0.595474 -0.387824 0.506588 3.082414 13.263820

Antenna 7: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 3.266613 1.601912 1.180122 1.655478 1.246330 0.653904 2.626574 1.202995 3.266613

Antenna 7: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Variability 3.694811 1.682649 1.925491 1.425718 1.483986 3.694811 0.673466 1.836500 0.881120

Antenna 7: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 36.128240 2.652111 1.639377 2.036051 1.105750 0.917414 6.760775 1.595180 36.128240

Antenna 7: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.661855 2.791516 1.742205 1.272218 0.655160 1.500048 1.752034 1.257895 12.661855

Antenna 7: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 19.816049 2.145537 1.488518 1.493818 1.126693 0.272068 9.483394 1.534656 19.816049

Antenna 7: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.723262 -0.394683 -0.825160 -0.799747 -0.210930 -0.462981 -0.064489 3.963555 8.723262

Antenna 7: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 20.906781 2.059720 2.941105 1.475462 1.863752 3.285027 1.206177 20.906781 1.264957

Antenna 7: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 1.805381 -0.529395 -0.993286 0.169977 -0.212220 0.358629 -0.022890 1.805381 1.485720

Antenna 7: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 1.233859 0.984333 1.003716 0.483307 0.612401 0.342358 0.260730 1.233859 -0.256622

Antenna 7: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 5.081007 1.207215 1.293833 0.986324 0.984090 3.505189 -0.355134 5.081007 0.509812

Antenna 7: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 13.378977 0.089604 -0.709475 -1.009577 -0.727642 -0.559962 0.355588 9.332613 13.378977

Antenna 7: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 8.203070 0.756972 0.786494 -1.198511 -1.202963 5.938841 5.986894 8.203070 0.891740

Antenna 7: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 14.222623 1.100241 1.140710 0.877057 0.802214 0.057099 -0.511581 14.222623 0.480237

Antenna 7: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 41.911116 2.063275 2.892476 1.379282 1.787961 3.406613 0.510935 41.911116 2.382777

Antenna 7: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 16.427512 1.856853 2.601816 2.121376 2.811001 9.299446 0.428023 16.427512 1.141704

Antenna 7: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 2.300812 0.246827 -1.298613 -1.072498 -0.764470 -0.099078 0.613583 1.144048 2.300812

Antenna 7: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Variability 1.847949 -0.967269 0.662814 -0.205869 -0.429207 1.847949 0.673886 1.843120 1.050111

Antenna 7: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 dish_ok ee Temporal Discontinuties 11906.083028 3237.563305 3237.563305 3040.134341 3040.134341 2365.032501 2365.032501 11906.083028 11906.083028

Antenna 7: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 2882.540480 772.543135 772.543135 700.612528 700.612528 725.380782 725.380782 2882.540480 2882.540480

Antenna 7: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 dish_ok ee Temporal Discontinuties 1845.137770 642.769449 642.769449 659.603509 659.603509 577.654539 577.654539 1845.137770 1845.137770

Antenna 7: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 dish_ok nn Temporal Discontinuties 4.665429 -1.069581 0.710031 -0.933755 -0.970572 -0.226442 -0.832528 4.665429 3.185778

Antenna 7: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Variability 0.451613 -0.242225 -1.426698 -0.818804 -1.085443 0.146384 0.451613 -0.674239 -0.420334

Antenna 7: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Variability 0.468371 -0.730201 0.351404 -0.519396 -0.573350 0.466980 0.468371 -0.198051 -0.325005

Antenna 7: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 47.312502 -0.015316 -0.503698 1.530289 3.605033 -0.576484 3.053859 4.374254 47.312502

Antenna 7: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 70.479355 0.153381 -0.171206 2.161006 3.443334 0.068521 3.875743 5.005508 70.479355

Antenna 7: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 20.555815 0.934878 -0.203449 2.735988 2.940607 2.240740 3.929912 4.346296 20.555815

Antenna 7: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 7: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Variability 11.668877 -0.135394 0.263903 2.682836 1.339583 11.668877 0.821426 5.027778 3.754642

Antenna 7: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 5.771438 -0.522874 0.024593 2.125107 1.405466 3.508490 -0.246464 5.771438 0.568597

Antenna 7: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 4.401591 -0.557338 -0.156088 1.901304 1.259123 1.742403 1.101862 4.401591 0.944418

Antenna 7: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 7.703199 0.093554 -0.324298 1.519729 2.856941 0.636386 0.495351 1.620433 7.703199

Antenna 7: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 12.243398 -0.147356 0.278153 4.032629 2.541576 3.941063 2.103106 12.243398 4.638835

Antenna 7: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 10.777275 0.158285 -0.180389 1.458443 2.449826 3.724146 2.367591 3.786596 10.777275

Antenna 7: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 6.299089 -0.649557 0.212303 2.122971 1.165362 1.913357 6.247732 6.299089 3.790701

Antenna 7: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 12.988091 0.401485 0.413784 2.027820 2.796989 1.913504 5.416944 3.512908 12.988091

Antenna 7: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 6.254282 -0.546348 -0.108964 2.677885 1.424132 1.758434 1.161487 6.254282 1.352176

Antenna 7: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 9.782924 -0.410968 0.113442 1.766983 1.704612 7.081204 0.002441 9.782924 4.498068

Antenna 7: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 7: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok ee Power 44.690635 -0.806058 -0.519359 43.714661 44.690635 0.374339 0.327780 9.474802 0.422605

Antenna 7: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 8.069394 -0.127494 0.146339 1.859157 2.965992 1.858735 5.696484 3.020903 8.069394

Antenna 7: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 20.078232 0.264521 -0.375625 1.781624 2.508308 0.829897 2.052939 3.537599 20.078232

Antenna 7: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Shape 2.258691 0.422980 2.258691 -0.755405 -0.163024 0.574585 -1.145213 0.697056 0.056265

Antenna 7: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 20.960927 0.162212 0.904602 4.078145 4.244323 10.683819 2.698880 20.960927 10.824326

Antenna 7: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 1.379610 -0.979218 -0.623356 0.429108 0.871323 -0.039990 1.199774 0.788164 1.379610

Antenna 7: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok ee Power 2.560035 -0.179651 1.684400 1.853652 2.560035 1.372501 0.396330 0.419670 0.262699

Antenna 7: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 14.022347 0.250744 -0.215359 2.207966 2.350606 1.025293 3.584188 0.492306 14.022347

Antenna 7: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 3.554510 -0.667551 0.016563 1.245628 1.625133 1.690079 0.013323 3.554510 1.413544

Antenna 7: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 2 dish_ok nn Temporal Discontinuties 2.761814 -0.633509 -0.005078 0.978460 1.450540 0.507512 0.484534 2.761814 1.618477